SignalForge — Product Intelligence OS

Evidence coverage

78%

roadmap decisions linked to ≥3 signals

Decision velocity

8.4m

↓ 32% vs manual workflow

median signal → ranked opportunity

Top opportunity

86

Activation friction · opportunity score

41 signalshigh severity

Why this wins

Evidence-backed

Activation friction is the highest-confidence customer problem.

41 signals · 19% of active users · severity 4/5 · strategic fit 5/5 · confidence 0.88

Prioritize an onboarding progress indicator before adding more discovery features. The bet attacks a measurable funnel drop-off with stronger evidence and lower effort.

Decision principleProblem > feature request

ConfidenceHigh · 0.88

Opportunity score

86/100

frequency 25% · severity 25% · fit 20% · confidence 15% · effort inverse 15%

Decision health

Healthy

Signals with source94%

Top 3 evidence coverage78%

Contradictory signals6%

Unreviewed opportunities3

Decision velocity trend

last 8 decisions

Faster synthesis without hiding the evidence trail.

Signal inbox

Customer feedback is grouped into problems, not blindly converted into feature requests.

Selected signal cluster

Activation friction

Users lose confidence during onboarding because progress and resume state are unclear.

Opportunity score86

Evidence count41

Severity4 / 5

Confidence0.88

drop-offonboardinghigh severity

Portfolio roadmap

Priorities move as evidence changes.

Drag cards between stages

PRD preview · Activation progress

MVP

Help users understand how close they are to value.

Problem: new users abandon onboarding when they cannot tell what remains.

Evidence: 41 signals across Support, Reviews and Interviews; 19% of active users encounter the friction.

Hypothesis: a visible progress indicator will increase onboarding completion because users can understand remaining effort and resume state.

Scope: progress component, resume state, completion event.

Non-goals: redesigning the entire onboarding flow.

Acceptance: progress persists across sessions; completion emits an analytics event; keyboard navigation remains intact.

Experiment

A/B test

PrimaryCompletion rate

Target+15% relative

GuardrailActivation time

GuardrailSupport contacts

Guardrail7-day retention

hypothesis-drivenmeasurable

Success criteria

Ship only if the metric moves safely.

Success = ≥15% relative lift in onboarding completion, with no material regression in activation time or 7-day retention.

Expected confidence threshold: 0.80

Instrumentation

Measure the decision, not vanity.

onboarding_startedEvent

onboarding_step_completedEvent

onboarding_completedPrimary

support_contact_createdGuardrail

Decision log

Make the “why” as visible as the “what”.

Decision	Evidence	Framework	Confidence	Status
Fix activation before search Progress indicator + resume state	41 signals	Opportunity + RICE	0.88	Committed
Improve search next Suggestions + empty-state recovery	33 signals	RICE	0.79	Next
Defer bulk exports Power-user workflow	18 signals	Reach vs effort	0.71	Later

PM principle

Evidence should change the decision.

SignalForge intentionally exposes the scoring model so a reviewer can disagree with an assumption instead of trusting a mysterious AI score.

North star

Evidence-linked roadmap decisions

Target: 70%+ of decisions linked to at least three independent evidence items.

Make roadmap decisions you can defend.